{"id":"W3215620458","doi":"10.3390/microorganisms9122457","title":"An Overview of Bioprocesses Employing Specifically Selected Microbial Catalysts for γ-Aminobutyric Acid Production","year":2021,"lang":"en","type":"review","venue":"Microorganisms","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Fermentation; Bioprocess; Biochemistry; Lactic acid; Glutamate decarboxylase; Aminobutyric acid; Bacteria; Microorganism; Monosodium glutamate; Biology; Streptococcus salivarius; Streptococcus thermophilus; Lactobacillus brevis; gamma-Aminobutyric acid; Lactobacillus plantarum; Chemistry; Biotechnology; Food science; Lactobacillus; Enzyme; Genetics; Streptococcus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166815,0.001524959,0.001260347,0.003252909,0.0002612608,0.001253745,0.000799882,0.00105033,0.002675509],"category_scores_gemma":[0.0006571283,0.0006458681,0.001061009,0.0032431,0.0002322898,0.001199245,0.0005884315,0.001059066,0.003026959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855584,"about_ca_system_score_gemma":0.0006495447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004842068,"about_ca_topic_score_gemma":0.0005118684,"domain_scores_codex":[0.9993856,0.0000733507,0.0000954217,0.0001357485,0.0002359816,0.00007390506],"domain_scores_gemma":[0.9996256,0.0001703978,0.00007253617,0.00002229249,0.00009069079,0.00001846062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000183701,0.0002871119,0.0004333828,0.04718076,0.0002902206,0.0005792989,0.0001639305,0.001806398,0.09827761,0.005309886,0.009694573,0.8357932],"study_design_scores_gemma":[0.0000304864,0.0008971161,0.001864848,0.004172301,0.0004280944,0.002018867,0.0001194764,0.001255589,0.09401405,0.00223783,0.8928422,0.0001190135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005504515,0.9754609,0.009528112,0.0002440968,0.0004059148,0.00009468133,0.0003554495,0.0001613746,0.008244918],"genre_scores_gemma":[0.01603397,0.9641052,0.01339057,0.000274384,0.0002692895,0.000155532,0.000827607,0.00006723653,0.004876311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003252909,"threshold_uncertainty_score":0.008950472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569057134324155,"score_gpt":0.3652319726983458,"score_spread":0.2083262592659303,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}